Triple
T12321421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DMW |
E293736
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
30 Billion Gang
30 Billion Gang is a Nigerian music collective and lifestyle crew closely linked to Davido and his DMW label, known for its flashy, wealth-themed brand and Afrobeats influence.
|
E974426
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: 30 Billion Gang | Statement: [DMW, associatedAct, 30 Billion Gang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 30 Billion Gang Context triple: [DMW, associatedAct, 30 Billion Gang]
-
A.
The Gang
The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
-
B.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
C.
Chain Gang
"Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
-
D.
Gang Leader
Gang Leader is a popular 1991 Telugu-language action-comedy film starring Chiranjeevi, known for its entertaining blend of family drama, humor, and mass appeal.
-
E.
Hustle Gang
Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: 30 Billion Gang Triple: [DMW, associatedAct, 30 Billion Gang]
Generated description
30 Billion Gang is a Nigerian music collective and lifestyle crew closely linked to Davido and his DMW label, known for its flashy, wealth-themed brand and Afrobeats influence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 30 Billion Gang Target entity description: 30 Billion Gang is a Nigerian music collective and lifestyle crew closely linked to Davido and his DMW label, known for its flashy, wealth-themed brand and Afrobeats influence.
-
A.
The Gang
The Gang is the dysfunctional central group of friends in the TV sitcom "It's Always Sunny in Philadelphia," known for their selfish schemes and morally questionable antics.
-
B.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
C.
Chain Gang
"Chain Gang" is a 1960 rhythm and blues song by Sam Cooke that became one of his biggest hits, noted for its socially conscious lyrics and distinctive vocal sounds mimicking work-gang chants.
-
D.
Gang Leader
Gang Leader is a popular 1991 Telugu-language action-comedy film starring Chiranjeevi, known for its entertaining blend of family drama, humor, and mass appeal.
-
E.
Hustle Gang
Hustle Gang is an American hip hop collective and brand founded by rapper T.I., associated with the Atlanta-based label Grand Hustle Records.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6ab6ae0dc8190b1522a9c1c55c114 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f4c2b548190938fff9427f07dc7 |
completed | April 10, 2026, 6:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e8aa94881908e4c184062037ab5 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5e20cc8190a84f50ddded76974 |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6203ef5008190af9103460b096cff |
completed | May 2, 2026, 4:03 p.m. |
Created at: April 8, 2026, 9:53 p.m.